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Polars Alternatives
Similar projects and alternatives to polars
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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Apache Arrow
Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
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vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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explorer
Series (one-dimensional) and dataframes (two-dimensional) for fast data exploration in Elixir (by elixir-nx)
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not-yet-awesome-rust
A curated list of Rust code and resources that do NOT exist yet, but would be beneficial to the Rust community.
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maturin
Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
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raku-most-wanted
Most wanted features and modules for the Raku distro release
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redpanda
Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!
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plotters
A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀
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influxdb_iox
Pronounced (influxdb eye-ox), short for iron oxide. This is the new core of InfluxDB written in Rust on top of Apache Arrow.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better polars alternative or higher similarity.
polars reviews and mentions
Posts with mentions or reviews of polars.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-22.
- Replacing Pandas with Polars. A Practical Guide
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Easiest way to get a pandas dataframe from python to rust?
Yeah. Once it's in arrow format you can pass things around pretty easily, such as in this polars ffi example: https://github.com/pola-rs/polars/tree/master/examples/python_rust_compiled_function
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Tried polars in Ruby
Polars is a data frame in the Rust language using Apache Arrow Columnar Format. polars-ruby is the Ruby binding for Polars created by Andrew Kane.
- Using Rust to write a Data Pipeline. Thoughts. Musings.
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You can run Rust code in a Jupyter notebook
https://github.com/pola-rs/polars/tree/master/polars/polars-...
My usage is very narrow (aggregating a dataframe of bounding box observations over a sliding time window) and I only use streaming Arrow IPC, which both work great!
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Why Polars uses less memory than Pandas
A PR for out of core sort for instance is just about to land: https://github.com/pola-rs/polars/pull/6156
- What are some less popular but well-made crates you'd like others to know about?
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Pure Python Distributed SQL Engine
Yes, we have basic support.
Here are some examples of how to use it in python:
https://github.com/pola-rs/polars/blob/91a419acaf024e64410e7...
However, full sql support is on the roadmap. It's just a matter of hours in a day...
- Scala or Rust? which one will rule in future?
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Welcome to Comprehensive Rust
Rust has amazing integration with Python through PyO3 [1] so see it like a safe alternative for high performance calculations. The ecosystem itself is starting to come together exciting projects like Polars [2] (Pandas alternative), nalgebra [3], Datafusion [4] and Ballista [5]
[1] https://github.com/PyO3/pyo3
[2] https://github.com/pola-rs/polars/
[3] https://docs.rs/nalgebra/latest/nalgebra/
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A note from our sponsor - SonarLint
www.sonarlint.org | 3 Feb 2023
Stats
Basic polars repo stats
105
13,064
9.9
7 days ago
ritchie46/polars is an open source project licensed under MIT License which is an OSI approved license.
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com